Articles

screenshot of this blog with perfect jupyter integration

Jupyter Notebooks in Web Pages

Learn how to integrate jupyter notebooks in a web page, and how to highlight code and show nice equations.

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choropleth map of the french population, by department

Choropleth Maps in Python

Create a choropleth map with geoviews and geopandas.

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real estate transactions displayed on a google map

Show your Data in a Google Map with Python

Create an interactive display for geographical data with python: real-estate prices near Geneva.

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wagtail logo

Welcome to the New Blog!

This blog is now powered by django and wagtail, and is now hosted at my place. Here's what I did.

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two robots transfer learning
a dog cosplaying as a cat

Image Recognition: Dogs vs Cats! (92%)

Classify dog and cat pictures with a 92% accuracy with a deep convolutional neural network.

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data pipeline from sensors to database to visualization

Data pipeline with Docker, InfluxDB, and Grafana

Set up a typical data pipeline as may be used in experimental science and IOT, with Docker, InfluxDB, and Grafana.

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GPU tu102 block diagram

CUDA kernels in python

Write your own CUDA kernels in python to accelerate your computing on the GPU. Notebook ready to run on the Google Colab platform

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boosting python with numba and cuda

Boost python with your GPU (numba+CUDA)

Use python to drive your GPU with CUDA for accelerated, parallel computing. Notebook ready to run on the Google Colab platform

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accelerating python with numba

Make python fast with numba

Python is an interpreted language, so it's flexible and easy to use, but it can be slow. Learn how to make it 100 times faster by compiling it for your machine, with just one line of additional code. Notebook ready to run on the Google Colab platform

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